LLM Evaluation Pipelines: LLM-as-Judge Done Right (2026) Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inAINo Comments Build an LLM evaluation pipeline that you can trust — golden sets, LLM-as-judge pitfalls, calibration, drift detection, and a reference workflow.
LLM Agent Memory Architecture for Production (2026) Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inAINo Comments LLM agent memory architecture for production — short-term, long-term, and episodic memory patterns, retrieval, decay, and where they break.
Humanoid Robots in Manufacturing: Reality vs Hype (2026) Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inTechNo Comments Humanoid robots in manufacturing, 2026 — where they actually work, the VLA-model stack, integration cost, ROI math, and an honest hype check.
Eclipse Ditto Digital Twin: Hands-On Tutorial (2026) Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inDigital TwinNo Comments Hands-on Eclipse Ditto digital twin tutorial — model a Thing, wire MQTT connectivity, query the twin, and expose a live API with working code.
ROS 2 DDS vs Zenoh: Robotics Middleware Compared (2026) Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inTechNo Comments ROS 2 DDS vs Zenoh compared for robotics middleware in 2026 — discovery, latency, WAN behavior, fleet scaling, and a clear decision matrix.
Asset Administration Shell: Reference Architecture (2026) Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inDigital TwinNo Comments Asset Administration Shell architecture for Industry 4.0 — AAS submodels, IEC 63278, type vs instance, repositories, and a deployment reference.
Why Hyperscalers Build Custom AI Chips (2026 Analysis) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments Why hyperscalers build custom AI chips — the economics of TPU, Trainium, and Maia, the NVIDIA tax, and what in-house silicon means for buyers.
Order Management System Architecture for Trading (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments Order management system architecture for trading — event-sourced state, FIX gateways, risk checks, and idempotent execution, as a system design.
Humanoid Robots in Manufacturing: Reality vs Hype (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments Humanoid robots in manufacturing, 2026 — where they actually work, the VLA-model stack, integration cost, ROI math, and an honest hype check.
Eclipse Ditto Digital Twin: Hands-On Tutorial (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inDigital TwinNo Comments Hands-on Eclipse Ditto digital twin tutorial — model a Thing, wire MQTT connectivity, query the twin, and expose a live API with working code.